Search Results for author: Jane Alty

Found 7 papers, 0 papers with code

Of Mice and Pose: 2D Mouse Pose Estimation from Unlabelled Data and Synthetic Prior

no code implementations25 Jul 2023 Jose Sosa, Sharn Perry, Jane Alty, David Hogg

To address this, we propose an approach for estimating 2D mouse body pose from unlabelled images using a synthetically generated empirical pose prior.

Animal Pose Estimation

Rapid-Motion-Track: Markerless Tracking of Fast Human Motion with Deeper Learning

no code implementations18 Jan 2023 Renjie Li, Chun Yu Lao, Rebecca St. George, Katherine Lawler, Saurabh Garg, Son N. Tran, Quan Bai, Jane Alty

RMT and a range of DLC models were applied to the video data with tapping frequencies up to 8Hz to extract movement features.

A Comprehensive Review on Deep Supervision: Theories and Applications

no code implementations6 Jul 2022 Renjie Li, Xinyi Wang, Guan Huang, Wenli Yang, Kaining Zhang, Xiaotong Gu, Son N. Tran, Saurabh Garg, Jane Alty, Quan Bai

Deep supervision, or known as 'intermediate supervision' or 'auxiliary supervision', is to add supervision at hidden layers of a neural network.

Hand gesture detection in tests performed by older adults

no code implementations27 Oct 2021 Guan Huang, Son N. Tran, Quan Bai, Jane Alty

We have implemented a hand gesture detector to detect the gestures in the hand movement tests and our detection mAP is 0. 782 which is better than the state-of-the-art.


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